Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940005721

The MH-36 locality cells most similar to this Satara cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 1 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.124

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940005362

distance 0.124

#2 · Sataracell 4940005376

distance 0.149

#3 · Sataracell 4940005964

distance 0.151

#4 · Sataracell 4940005110

distance 0.156

#5 · Sataracell 4940005728

distance 0.171

#6 · Sataracell 4940004359

distance 0.174

#7 · Sataracell 4940005108

distance 0.177

#8 · Sataracell 4940005242

distance 0.179

#9 · Sataracell 4940005245

distance 0.179

#10 · Sataracell 4940005479

distance 0.179

#11 · Sataracell 4940005720

distance 0.179

#12 · Sataracell 4940005850

distance 0.181

#13 · Sataracell 4940003885

distance 0.183

#14 · Sataracell 4940005604

distance 0.185

#15 · Sataracell 4940005734

distance 0.187

#16 · Sataracell 4940005355

distance 0.192

#17 · Sataracell 4940005361

distance 0.192

#18 · Sataracell 4940005611

distance 0.192

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":494,"cluster_id":4940005721}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.